2001: a space odyssey

2001: a space odyssey

Deep Dreaming 2001: A Space Odyssey #deepdream

5h ago
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Deep neural network hallucinating2001: A Space Odyssey. code: https://github.com/graphific/DeepDreamVideo We're using the #deepdream technique developed by Google and others: http://googleresearch.blogspot.nl/2015/06/inceptionism-going-deeper-into-neural.html & code: https://github.com/google/deepdream parameters used (and useful to play with): - network: standard reference GoogLeNet model trained on ImageNet from the Caffe Model Zoo & Hybrid GoogleNet model trained on both ImageNet and MIT Places (https://github.com/BVLC/caffe/wiki/Model-Zoo) "dreaming" steps: - 1-5 iterations imagenet inception, layers 3b-4e, with 2 octaves - followed by a smoothing operation between the layers - followed by another 7 iterations over all frames, using the Hybrid Alexnet of both MIT Places and ImageNet, layers conv2-conv5 (mainly edges) with 6 octaves other experiments: - Fear and Loathing in Las Vegas (Strong Object/People/Animal Hallucination with ImageNet CNN): https://www.youtube.com/watch?v=oyxSerkkP4o - investigation of various layers of a HybridCNN (MIT Places: mostly landscapes): https://www.youtube.com/watch?v=6IgbMiEaFRY